We design, deploy and run the AI stack that compounds the work of ambitious teams — end-to-end, owned with you, built to evolve.
The companies pulling away aren't running more pilots. They're treating AI as core infrastructure — owned, run, and evolved like any other system.
Across every audit we run, the same four failure modes show up. They quietly burn budget, exhaust teams, and kill momentum before a single workflow ships.
Endless experiments. Zero production deployments. ROI nobody can point to.
Five vendors, three platforms, zero integration. Nothing compounds.
Half-IT, half-ops, fully invisible. When it breaks, no one is accountable.
Agencies ship, invoice, disappear. The system decays inside six months.
AIV is an embedded AI partner for ambitious teams. We don't sell tools and disappear — we sit alongside your operators, build the systems that move the needle, and run them as your shadow tech team.
AI roadmaps tied to revenue, cost and risk.
Production agents and automations — shipped, not prototyped.
Monitoring, retraining, continuous evolution.
Each pillar stands on its own. Together, they compound into a single operating system for AI inside your business.
Always-on agents that qualify, nurture and book — across every channel.
Human-sounding agents on chat & voice, with clean handoff.
End-to-end workflows that wire your stack together.
Your CRM becomes the brain — clean data, smart plays.
Train every layer of the org to ship with modern AI.
Full case studies are walked through in our discovery call. Below is a snapshot of the systems we've shipped — with the modules, metrics, and stories behind them.
Support volume kept climbing while data lived in four different platforms. Repetitive queries burned the team out, response times slipped, and complex cases lost their context every time they were handed off.
An AI-powered multi-agent customer support system that monitors the brand inbox, classifies intent, drafts contextual replies, syncs contacts to Go High Level, pulls live order and subscription data from Shopify, updates RichPanel tickets, and escalates the edge cases to humans with full context.
Buyers researching $10K–$60K+ aesthetic devices needed instant, technically accurate answers — wavelengths, treatment specs, ROI, competitor comparisons. A standard FAQ bot couldn't cope, leads dropped off after-hours, and the sales team drowned in repetitive technical questions.
A Voiceflow + n8n RAG agent for AeonEx's aesthetics marketplace. It detects intent, gathers context, and pulls from three vector databases — FAQs, product catalog, and competitor intelligence — to deliver grounded answers and AI-generated product galleries with direct purchase links, right inside the chat.
Manual SDR teams couldn't scale past a few hundred emails a day, replies sat in inboxes for hours, and 60%+ of warm leads went cold before a human ever responded. Calendars, CRMs and inboxes lived in silos.
An end-to-end outbound system: warmed inboxes send thousands of personalised emails per day across multiple campaigns, an n8n + GPT SDR agent reads every reply, scores intent, pulls live calendar availability through Cal.com, books the meeting, and posts the lead into the CRM with full thread context. Humans only see qualified, booked calls.
Property discovery was scattered across portals and PDFs. Buyers wanted quick, visual, chat-based access to listings — and brokers were drowning in repetitive inquiries while new property uploads sat in inboxes for days.
A Voiceflow + n8n + Supabase WhatsApp agent for a Middle East real estate agency. Buyers chat naturally to discover properties by location, budget and preference; the agent retrieves matches from a Supabase vector store, sends listing images, specs and agent contact directly in chat, and captures new property submissions to Airtable — connecting buyers and brokers in seconds.
Internal knowledge was scattered across Slack channels and Drive folders — unstructured, hard to search, and constantly going stale. Teams burned hours hunting for answers, decisions slipped, and the same questions got asked over and over with inconsistent replies.
A self-updating knowledge engine that turns scattered Slack uploads and Google Drive folders into channel-isolated, queryable knowledge bases. An n8n + LangChain RAG agent answers natural-language questions inside Slack with source-cited responses, runs SQL on ingested spreadsheets for analytical queries, and falls back to summary-then-full-content retrieval when semantic search isn't enough.
Every client used a different CRM and channel — GHL, Chatwoot, HubSpot, WhatsApp. Each new agent meant custom integrations, duplicated logic, and weeks of maintenance per tenant. Scaling beyond a handful of clients was breaking the team.
A service-agnostic n8n platform built on hexagonal architecture for multi-tenant AI agent orchestration. Input/output adapters decouple core logic from CRMs and channels (GHL, Chatwoot, HubSpot, Kommo, WhatsApp), a CrewAI-style multi-agent crew handles qualification / scheduling / support, and a Directus admin lets the business team manage agents, knowledge vectors and prompts without touching code.
Real solutions built for real clients — across SDR, support, voice, real estate and e-commerce. Tap any card to see the problem, the build and the outcomes.
Map every leverage point in your operations — quantified, ranked, tied to outcomes.
Pick the right stack, scope the build, lock the ROI math, align stakeholders.
Build, integrate and ship in weeks — with your team trained alongside.
Stay on. Monitor, evolve, scale. The partnership compounds for years.
We audit your ops, map leverage points, and return with a ranked roadmap and ROI math you can stand behind.
Build, integrate, deploy. Your team is trained alongside the build — no black boxes, no handover cliffs.
Monitor, optimize, and add new modules as your business changes. One roadmap, one partner, compounding gains.
Every engagement is custom-priced to your scope. Pick the model that fits — single automation, a compounding bundle, or a long-term partnership with hands-on team training.
Pick one high-leverage workflow — outbound, inbound, ops, or content — and we ship it end-to-end.
Stack 3+ automations across functions so they compound — outbound feeds CRM, CRM feeds ops, ops feeds reporting.
Everything in the Bundle, plus weekly or bi-weekly working sessions to upskill your team and ship faster, together.
We own the outcome with you, not just the deliverable. We stay on after launch.
Every module makes the next one cheaper to ship and faster to scale.
We've shipped across real estate, e-commerce, hospitality, healthcare, logistics and services.
We train as we build. No black boxes. No vendor lock-in. You stay in control.
15 minutes. We'll map your top 3 AI opportunities and show you the ROI math.
